Class/Object

com.microsoft.ml.spark.isolationforest

IsolationForest

Related Docs: object IsolationForest | package isolationforest

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class IsolationForest extends Estimator[IsolationForestModel] with IsolationForestParams with DefaultParamsWritable with Wrappable

Linear Supertypes
Wrappable, HasAdditionalPythonMethods, DefaultParamsWritable, MLWritable, IsolationForestParams, Estimator[IsolationForestModel], PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
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Inherited
  1. IsolationForest
  2. Wrappable
  3. HasAdditionalPythonMethods
  4. DefaultParamsWritable
  5. MLWritable
  6. IsolationForestParams
  7. Estimator
  8. PipelineStage
  9. Logging
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new IsolationForest()

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  2. new IsolationForest(uid: String)

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  3. new IsolationForest(uid: String, that: linkedin.relevance.isolationforest.IsolationForest)

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Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

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    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  5. def additionalPythonMethods(): String

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    Definition Classes
    HasAdditionalPythonMethods

  6. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  7. final val bootstrap: BooleanParam

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    Definition Classes
    IsolationForestParams

  8. final def clear(param: Param[_]): IsolationForest.this.type

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    Definition Classes
    Params

  9. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  10. final val contamination: DoubleParam

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    Definition Classes
    IsolationForestParams

  11. final val contaminationError: DoubleParam

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    Definition Classes
    IsolationForestParams

  12. def copy(extra: ParamMap): IsolationForest

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    Definition Classes
    IsolationForest → Estimator → PipelineStage → Params

  13. def copyValues[T <: Params](to: T, extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  14. final def defaultCopy[T <: Params](extra: ParamMap): T

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    Attributes
    protected
    Definition Classes
    Params

  15. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  16. def equals(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  17. def explainParam(param: Param[_]): String

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    Definition Classes
    Params

  18. def explainParams(): String

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    Definition Classes
    Params

  19. final def extractParamMap(): ParamMap

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    Definition Classes
    Params

  20. final def extractParamMap(extra: ParamMap): ParamMap

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    Definition Classes
    Params

  21. final val featuresCol: Param[String]

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    Definition Classes
    IsolationForestParams

  22. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  23. def fit(data: Dataset[_]): IsolationForestModel

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    Definition Classes
    IsolationForest → Estimator

  24. def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[IsolationForestModel]

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  25. def fit(dataset: Dataset[_], paramMap: ParamMap): IsolationForestModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" )

  26. def fit(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): IsolationForestModel

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    Definition Classes
    Estimator
    Annotations
    @Since( "2.0.0" ) @varargs()

  27. final def get[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  28. final def getBootstrap: Boolean

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    Definition Classes
    IsolationForestParams

  29. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  30. final def getContamination: Double

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    Definition Classes
    IsolationForestParams

  31. final def getContaminationError: Double

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    Definition Classes
    IsolationForestParams

  32. final def getDefault[T](param: Param[T]): Option[T]

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    Definition Classes
    Params

  33. final def getFeaturesCol: String

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    Definition Classes
    IsolationForestParams

  34. final def getMaxFeatures: Double

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    Definition Classes
    IsolationForestParams

  35. final def getMaxSamples: Double

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    Definition Classes
    IsolationForestParams

  36. final def getNumEstimators: Int

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    Definition Classes
    IsolationForestParams

  37. final def getOrDefault[T](param: Param[T]): T

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    Definition Classes
    Params

  38. def getParam(paramName: String): Param[Any]

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    Definition Classes
    Params

  39. final def getPredictionCol: String

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    Definition Classes
    IsolationForestParams

  40. final def getRandomSeed: Long

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    Definition Classes
    IsolationForestParams

  41. final def getScoreCol: String

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    Definition Classes
    IsolationForestParams

  42. final def hasDefault[T](param: Param[T]): Boolean

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    Definition Classes
    Params

  43. def hasParam(paramName: String): Boolean

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    Definition Classes
    Params

  44. def hashCode(): Int

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    Definition Classes
    AnyRef → Any

  45. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  46. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  47. final def isDefined(param: Param[_]): Boolean

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    Definition Classes
    Params

  48. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  49. final def isSet(param: Param[_]): Boolean

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    Definition Classes
    Params

  50. def isTraceEnabled(): Boolean

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    Attributes
    protected
    Definition Classes
    Logging

  51. def log: Logger

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    Attributes
    protected
    Definition Classes
    Logging

  52. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  53. def logDebug(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  54. def logError(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  55. def logError(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  56. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  57. def logInfo(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  58. def logName: String

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    Attributes
    protected
    Definition Classes
    Logging

  59. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  60. def logTrace(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  61. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  62. def logWarning(msg: ⇒ String): Unit

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    Attributes
    protected
    Definition Classes
    Logging

  63. final val maxFeatures: DoubleParam

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    Definition Classes
    IsolationForestParams

  64. final val maxSamples: DoubleParam

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    Definition Classes
    IsolationForestParams

  65. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  66. final def notify(): Unit

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    Definition Classes
    AnyRef

  67. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  68. final val numEstimators: IntParam

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    Definition Classes
    IsolationForestParams

  69. lazy val params: Array[Param[_]]

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    Definition Classes
    Params

  70. final val predictionCol: Param[String]

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    Definition Classes
    IsolationForestParams

  71. final val randomSeed: LongParam

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    Definition Classes
    IsolationForestParams

  72. def save(path: String): Unit

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    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  73. final val scoreCol: Param[String]

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    Definition Classes
    IsolationForestParams

  74. final def set(paramPair: ParamPair[_]): IsolationForest.this.type

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    Attributes
    protected
    Definition Classes
    Params

  75. final def set(param: String, value: Any): IsolationForest.this.type

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    Attributes
    protected
    Definition Classes
    Params

  76. final def set[T](param: Param[T], value: T): IsolationForest.this.type

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    Definition Classes
    Params

  77. def setBootstrap(value: Boolean): IsolationForest.this.type

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    Definition Classes
    IsolationForestParams

  78. def setContamination(value: Double): IsolationForest.this.type

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    Definition Classes
    IsolationForestParams

  79. def setContaminationError(value: Double): IsolationForest.this.type

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    Definition Classes
    IsolationForestParams

  80. final def setDefault(paramPairs: ParamPair[_]*): IsolationForest.this.type

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    Attributes
    protected
    Definition Classes
    Params

  81. final def setDefault[T](param: Param[T], value: T): IsolationForest.this.type

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    Attributes
    protected
    Definition Classes
    Params

  82. def setFeaturesCol(value: String): IsolationForest.this.type

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    Definition Classes
    IsolationForestParams

  83. def setMaxFeatures(value: Double): IsolationForest.this.type

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    Definition Classes
    IsolationForestParams

  84. def setMaxSamples(value: Double): IsolationForest.this.type

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    Definition Classes
    IsolationForestParams

  85. def setNumEstimators(value: Int): IsolationForest.this.type

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    Definition Classes
    IsolationForestParams

  86. def setPredictionCol(value: String): IsolationForest.this.type

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    Definition Classes
    IsolationForestParams

  87. def setRandomSeed(value: Long): IsolationForest.this.type

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    Definition Classes
    IsolationForestParams

  88. def setScoreCol(value: String): IsolationForest.this.type

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    Definition Classes
    IsolationForestParams

  89. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  90. val that: linkedin.relevance.isolationforest.IsolationForest

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  91. def toString(): String

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    Definition Classes
    Identifiable → AnyRef → Any

  92. def transformSchema(schema: StructType): StructType

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    Definition Classes
    IsolationForest → PipelineStage

  93. def transformSchema(schema: StructType, logging: Boolean): StructType

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    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  94. val uid: String

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    Definition Classes
    IsolationForest → Identifiable

  95. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  96. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  97. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  98. def write: MLWriter

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    Definition Classes
    DefaultParamsWritable → MLWritable

Inherited from Wrappable

Inherited from HasAdditionalPythonMethods

Inherited from DefaultParamsWritable

Inherited from MLWritable

Inherited from IsolationForestParams

Inherited from Estimator[IsolationForestModel]

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

Ungrouped